mergesort.c 15 KB

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  1. ////////////////////////////////////////////////////////////////////////////////
  2. // Includes
  3. ////////////////////////////////////////////////////////////////////////////////
  4. #include <fcntl.h>
  5. #include <float.h>
  6. #include <stdio.h>
  7. #include <stdlib.h>
  8. #include <string.h>
  9. #include <math.h>
  10. #include <unistd.h>
  11. #include <sys/types.h>
  12. #include <sys/stat.h>
  13. #include <CL/cl.h>
  14. #include "mergesort.h"
  15. #include <time.h>
  16. ////////////////////////////////////////////////////////////////////////////////
  17. // Defines
  18. ////////////////////////////////////////////////////////////////////////////////
  19. #define BLOCKSIZE 256
  20. #define ROW_LENGTH BLOCKSIZE * 4
  21. #define ROWS 4096
  22. #define DATA_SIZE (1024)
  23. #define MAX_SOURCE_SIZE (0x100000)
  24. cl_device_id device_id; // compute device id
  25. cl_context mergeContext; // compute context
  26. cl_command_queue mergeCommands;
  27. cl_program mergeProgram; // compute program
  28. cl_kernel mergeFirstKernel; // compute kernel
  29. cl_kernel mergePassKernel;
  30. cl_kernel mergePackKernel;
  31. cl_int err;
  32. cl_mem d_resultList_first_buff;
  33. cl_mem d_origList_first_buff;
  34. cl_mem constStartAddr;
  35. cl_mem finalStartAddr;
  36. cl_mem nullElems;
  37. cl_mem d_orig;
  38. cl_mem d_res;
  39. cl_float4 *d_resultList_first_altered = NULL;
  40. cl_event mergeFirstEvent;
  41. cl_event mergePassEvent;
  42. cl_event mergePackEvent;
  43. double mergesum = 0;
  44. ////////////////////////////////////////////////////////////////////////////////
  45. // The mergesort algorithm
  46. ////////////////////////////////////////////////////////////////////////////////
  47. void init_mergesort(int listsize, int platform_id, int device_id, int use_gpu){
  48. cl_uint num = 0;
  49. clGetPlatformIDs(0,NULL,&num);
  50. cl_platform_id platformID[num];
  51. clGetPlatformIDs(num,platformID,NULL);
  52. // Selector for CPU/GPU
  53. cl_device_type device_type = use_gpu ? CL_DEVICE_TYPE_GPU : CL_DEVICE_TYPE_CPU;
  54. clGetDeviceIDs(platformID[platform_id],device_type,0,NULL,&num);
  55. cl_device_id devices[num];
  56. err = clGetDeviceIDs(platformID[platform_id],device_type,num,devices,NULL);
  57. if (err != CL_SUCCESS)
  58. {
  59. printf("Error: Failed to create a device group!\n");
  60. exit(1);
  61. }
  62. char name[128];
  63. clGetDeviceInfo(devices[device_id],CL_DEVICE_NAME,128,name,NULL);
  64. mergeContext = clCreateContext(0, 1, &devices[device_id], NULL, NULL, &err);
  65. mergeCommands = clCreateCommandQueue(mergeContext, devices[device_id], CL_QUEUE_PROFILING_ENABLE, &err);
  66. d_resultList_first_altered = (cl_float4 *)malloc(listsize*sizeof(float));
  67. d_resultList_first_buff = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL);
  68. d_origList_first_buff = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL);
  69. d_orig = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL);
  70. d_res = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL);
  71. FILE *fp;
  72. const char fileName[]="./mergesort.cl";
  73. size_t source_size;
  74. char *source_str;
  75. fp = fopen(fileName, "r");
  76. if (!fp) {
  77. fprintf(stderr, "Failed to load mergesort kernel.\n");
  78. exit(1);
  79. }
  80. source_str = (char *)malloc(MAX_SOURCE_SIZE);
  81. source_size = fread(source_str, 1, MAX_SOURCE_SIZE, fp);
  82. fclose(fp);
  83. mergeProgram = clCreateProgramWithSource(mergeContext, 1, (const char **) &source_str, (const size_t)&source_size, &err);
  84. if (!mergeProgram)
  85. {
  86. printf("Error: Failed to create merge compute program!\n");
  87. exit(1);
  88. }
  89. err = clBuildProgram(mergeProgram, 0, NULL, NULL, NULL, NULL);
  90. if (err != CL_SUCCESS)
  91. {
  92. size_t len;
  93. char buffer[2048];
  94. printf("Error: Failed to build merge program executable!\n");
  95. clGetProgramBuildInfo(mergeProgram, device_id, CL_PROGRAM_BUILD_LOG, sizeof(buffer), buffer, &len);
  96. printf("%s\n", buffer);
  97. exit(1);
  98. }
  99. }
  100. void finish_mergesort() {
  101. clReleaseMemObject(constStartAddr);
  102. clReleaseMemObject(nullElems);
  103. clReleaseMemObject(finalStartAddr);
  104. clReleaseMemObject(d_orig);
  105. clReleaseMemObject(d_res);
  106. clReleaseMemObject(d_origList_first_buff);
  107. clReleaseMemObject(d_resultList_first_buff);
  108. clReleaseProgram(mergeProgram);
  109. clReleaseKernel(mergeFirstKernel);
  110. clReleaseCommandQueue(mergeCommands);
  111. clReleaseContext(mergeContext);
  112. }
  113. cl_float4* runMergeSort(int listsize, int divisions,
  114. cl_float4 *d_origList, cl_float4 *d_resultList,
  115. int *sizes, int *nullElements,
  116. unsigned int *origOffsets){
  117. int *startaddr = (int *)malloc((divisions + 1)*sizeof(int));
  118. int largestSize = -1;
  119. startaddr[0] = 0;
  120. for(int i=1; i<=divisions; i++)
  121. {
  122. startaddr[i] = startaddr[i-1] + sizes[i-1];
  123. if(sizes[i-1] > largestSize) largestSize = sizes[i-1];
  124. }
  125. largestSize *= 4;
  126. mergeFirstKernel = clCreateKernel(mergeProgram, "mergeSortFirst", &err);
  127. if (!mergeFirstKernel || err != CL_SUCCESS)
  128. {
  129. printf("Error: Failed to create merge sort first compute kernel!\n");
  130. exit(1);
  131. }
  132. err = clEnqueueWriteBuffer(mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL);
  133. if (err != CL_SUCCESS)
  134. {
  135. printf("Error: Failed to write to d_resultList_first_buff source array!\n");
  136. exit(1);
  137. }
  138. err = clEnqueueWriteBuffer(mergeCommands, d_origList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL);
  139. if (err != CL_SUCCESS)
  140. {
  141. printf("Error: Failed to write to d_origList_first_buff source array!\n");
  142. exit(1);
  143. }
  144. err = 0;
  145. err = clSetKernelArg(mergeFirstKernel, 0, sizeof(cl_mem), &d_origList_first_buff);
  146. err = clSetKernelArg(mergeFirstKernel, 1, sizeof(cl_mem), &d_resultList_first_buff);
  147. err = clSetKernelArg(mergeFirstKernel, 2, sizeof(cl_int), &listsize);
  148. if (err != CL_SUCCESS)
  149. {
  150. printf("Error: Failed to set merge first kernel arguments! %d\n", err);
  151. exit(1);
  152. }
  153. #ifdef MERGE_WG_SIZE_0
  154. const int THREADS = MERGE_WG_SIZE_0;
  155. #else
  156. const int THREADS = 256;
  157. #endif
  158. size_t local[] = {THREADS,1,1};
  159. int blocks = ((listsize/4)%THREADS == 0) ? (listsize/4)/THREADS : (listsize/4)/THREADS + 1;
  160. size_t global[] = {blocks*THREADS,1,1};
  161. size_t grid[] = {blocks,1,1,1};
  162. err = clEnqueueNDRangeKernel(mergeCommands, mergeFirstKernel, 3, NULL, global, local, 0, NULL, &mergeFirstEvent);
  163. if (err)
  164. {
  165. printf("Error: Failed to execute mergeFirst kernel!\n");
  166. exit(1);
  167. }
  168. clWaitForEvents(1 , &mergeFirstEvent);
  169. clFinish(mergeCommands);
  170. err = clEnqueueReadBuffer( mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL );
  171. if (err != CL_SUCCESS)
  172. {
  173. printf("Error: Failed to read prefix output array! %d\n", err);
  174. exit(1);
  175. }
  176. // for(int i = 0; i < listsize/4;i++) {
  177. // printf("RESULT %f \n", d_resultList[i].s[0]);
  178. // printf("RESULT %f \n", d_resultList[i].s[1]);
  179. // printf("RESULT %f \n", d_resultList[i].s[2]);
  180. // printf("RESULT %f \n", d_resultList[i].s[3]);
  181. // }
  182. cl_ulong time_start, time_end;
  183. double total_time;
  184. clGetEventProfilingInfo(mergeFirstEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL);
  185. clGetEventProfilingInfo(mergeFirstEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL);
  186. total_time = time_end - time_start;
  187. mergesum+= total_time / 1000000;
  188. printf("Merge First Kernel Time: %0.3f \n", total_time/1000000);
  189. // for(int i =0; i < listsize/4; i++) {
  190. // printf("TEST %f \n", d_resultList[i].s[0]);
  191. // printf("TEST %f \n", d_resultList[i].s[1]);
  192. // printf("TEST %f \n", d_resultList[i].s[2]);
  193. // printf("TEST %f \n", d_resultList[i].s[3]);
  194. // }
  195. constStartAddr = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions+1)*sizeof(int),NULL,NULL);
  196. err = clEnqueueWriteBuffer(mergeCommands, constStartAddr, CL_TRUE, 0, (divisions+1)*sizeof(int), startaddr, 0, NULL, NULL);
  197. if (err != CL_SUCCESS)
  198. {
  199. printf("Error: Failed to write to constStartAddr source array!\n");
  200. exit(1);
  201. }
  202. mergePassKernel = clCreateKernel(mergeProgram, "mergeSortPass", &err);
  203. if (!mergePassKernel || err != CL_SUCCESS)
  204. {
  205. printf("Error: Failed to create merge sort pass compute kernel!\n");
  206. exit(1);
  207. }
  208. double mergePassTime = 0;
  209. int nrElems = 2;
  210. while(1==1){
  211. int floatsperthread = (nrElems*4);
  212. // printf("FPT %d \n", floatsperthread);
  213. int threadsPerDiv = (int)ceil(largestSize/(float)floatsperthread);
  214. // printf("TPD %d \n",threadsPerDiv);
  215. int threadsNeeded = threadsPerDiv * divisions;
  216. // printf("TN %d \n", threadsNeeded);
  217. #ifdef MERGE_WG_SIZE_1
  218. local[0] = MERGE_WG_SIZE_1;
  219. #else
  220. local[0] = 208;
  221. #endif
  222. grid[0] = ((threadsNeeded%local[0]) == 0) ?
  223. threadsNeeded/local[0] :
  224. (threadsNeeded/local[0]) + 1;
  225. if(grid[0] < 8){
  226. grid[0] = 8;
  227. local[0] = ((threadsNeeded%grid[0]) == 0) ?
  228. threadsNeeded / grid[0] :
  229. (threadsNeeded / grid[0]) + 1;
  230. }
  231. // Swap orig/result list
  232. cl_float4 *tempList = d_origList;
  233. d_origList = d_resultList;
  234. d_resultList = tempList;
  235. err = clEnqueueWriteBuffer(mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL);
  236. if (err != CL_SUCCESS)
  237. {
  238. printf("Error: Failed to write to d_resultList_first_buff source array!\n");
  239. exit(1);
  240. }
  241. err = clEnqueueWriteBuffer(mergeCommands, d_origList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL);
  242. if (err != CL_SUCCESS)
  243. {
  244. printf("Error: Failed to write to d_origList_first_buff source array!\n");
  245. exit(1);
  246. }
  247. err = 0;
  248. err = clSetKernelArg(mergePassKernel, 0, sizeof(cl_mem), &d_origList_first_buff);
  249. err = clSetKernelArg(mergePassKernel, 1, sizeof(cl_mem), &d_resultList_first_buff);
  250. err = clSetKernelArg(mergePassKernel, 2, sizeof(cl_int), &nrElems);
  251. err = clSetKernelArg(mergePassKernel, 3, sizeof(int), &threadsPerDiv);
  252. err = clSetKernelArg(mergePassKernel, 4, sizeof(cl_mem), &constStartAddr);
  253. if (err != CL_SUCCESS)
  254. {
  255. printf("Error: Failed to set merge pass kernel arguments! %d\n", err);
  256. exit(1);
  257. }
  258. global[0] = grid[0]*local[0];
  259. err = clEnqueueNDRangeKernel(mergeCommands, mergePassKernel, 3, NULL, global, local, 0, NULL, &mergePassEvent);
  260. if (err)
  261. {
  262. printf("Error: Failed to execute mergePass kernel!\n");
  263. exit(1);
  264. }
  265. clFinish(mergeCommands);
  266. err = clEnqueueReadBuffer( mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL );
  267. if (err != CL_SUCCESS)
  268. {
  269. printf("Error: Failed to read prefix output array! %d\n", err);
  270. exit(1);
  271. }
  272. clFinish(mergeCommands);
  273. clGetEventProfilingInfo(mergePassEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL);
  274. clGetEventProfilingInfo(mergePassEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL);
  275. total_time = time_end - time_start;
  276. mergesum+= total_time /1000000;
  277. mergePassTime+= total_time/1000000;
  278. printf("Merge Pass Kernel Iteration Time: %0.3f \n", total_time/1000000);
  279. nrElems *= 2;
  280. floatsperthread = (nrElems*4);
  281. if(threadsPerDiv == 1) break;
  282. }
  283. printf("Merge Pass Kernel Time: %0.3f \n", mergePassTime);
  284. finalStartAddr = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions+1)*sizeof(int),NULL,NULL);
  285. err = clEnqueueWriteBuffer(mergeCommands, finalStartAddr, CL_TRUE, 0, (divisions+1)*sizeof(int), origOffsets, 0, NULL, NULL);
  286. if (err != CL_SUCCESS)
  287. {
  288. printf("Error: Failed to write to finalStartAddr source array!\n");
  289. exit(1);
  290. }
  291. nullElems = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions)*sizeof(int),NULL,NULL);
  292. err = clEnqueueWriteBuffer(mergeCommands, nullElems, CL_TRUE, 0, (divisions)*sizeof(int), nullElements, 0, NULL, NULL);
  293. if (err != CL_SUCCESS)
  294. {
  295. printf("Error: Failed to write to nullElements source array!\n");
  296. exit(1);
  297. }
  298. #ifdef MERGE_WG_SIZE_0
  299. local[0] = MERGE_WG_SIZE_0;
  300. #else
  301. local[0] = 256;
  302. #endif
  303. grid[0] = ((largestSize%local[0]) == 0) ?
  304. largestSize/local[0] :
  305. (largestSize/local[0]) + 1;
  306. grid[1] = divisions;
  307. // grid[0] = 17;
  308. global[0] = grid[0]*local[0];
  309. global[1] = grid[1]*local[1];
  310. mergePackKernel = clCreateKernel(mergeProgram, "mergepack", &err);
  311. if (!mergePackKernel || err != CL_SUCCESS)
  312. {
  313. printf("Error: Failed to create merge sort pack compute kernel!\n");
  314. exit(1);
  315. }
  316. err = clEnqueueWriteBuffer(mergeCommands, d_res, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL);
  317. if (err != CL_SUCCESS)
  318. {
  319. printf("Error: Failed to write to d_resultList_first_buff source array!\n");
  320. exit(1);
  321. }
  322. err = clEnqueueWriteBuffer(mergeCommands, d_orig, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL);
  323. if (err != CL_SUCCESS)
  324. {
  325. printf("Error: Failed to write to d_origList_first_buff source array!\n");
  326. exit(1);
  327. }
  328. err = 0;
  329. err = clSetKernelArg(mergePackKernel, 0, sizeof(cl_mem), &d_res);
  330. err = clSetKernelArg(mergePackKernel, 1, sizeof(cl_mem), &d_orig);
  331. err = clSetKernelArg(mergePackKernel, 2, sizeof(cl_mem), &constStartAddr);
  332. err = clSetKernelArg(mergePackKernel, 3, sizeof(cl_mem), &nullElems);
  333. err = clSetKernelArg(mergePackKernel, 4, sizeof(cl_mem), &finalStartAddr);
  334. if (err != CL_SUCCESS)
  335. {
  336. printf("Error: Failed to set merge pack kernel arguments! %d\n", err);
  337. exit(1);
  338. }
  339. err = clEnqueueNDRangeKernel(mergeCommands, mergePackKernel, 3, NULL, global, local, 0, NULL, &mergePackEvent);
  340. if (err)
  341. {
  342. printf("Error: Failed to execute merge pack kernel!\n");
  343. exit(1);
  344. }
  345. clFinish(mergeCommands);
  346. clGetEventProfilingInfo(mergePackEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL);
  347. clGetEventProfilingInfo(mergePackEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL);
  348. total_time = time_end - time_start;
  349. mergesum+= total_time / 1000000;
  350. printf("Merge Pack Kernel Time: %0.3f \n", total_time/1000000);
  351. err = clEnqueueReadBuffer( mergeCommands, d_orig, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL );
  352. if (err != CL_SUCCESS)
  353. {
  354. printf("Error: Failed to read origList array! %d\n", err);
  355. exit(1);
  356. }
  357. free(startaddr);
  358. return d_origList;
  359. }
  360. double getMergeTime() {
  361. return mergesum;
  362. }